💡 Key Takeaways

  • Contains 569 records / 32 fields
  • Available for free download in Excel, CSV, and PDF formats
  • Data sourced from: https://github.com/stedy/Machine-Learning-with-R-datasets

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Showing 20 of 569

⚠️ Showing first 20 of 569 records. Download the file for complete data.

Id Diagnosis Radius Mean Texture Mean Perimeter Mean Area Mean Smoothness Mean Compactness Mean Concavity Mean Concave Points Mean Symmetry Mean Fractal Dimension Mean Radius Se Texture Se Perimeter Se Area Se Smoothness Se Compactness Se Concavity Se Concave Points Se Symmetry Se Fractal Dimension Se Radius Worst Texture Worst Perimeter Worst Area Worst Smoothness Worst Compactness Worst Concavity Worst Concave Points Worst Symmetry Worst Fractal Dimension Worst
842302M17.9910.38122.810010.11840.27760.30010.14710.24190.078711.0950.90538.589153.40.0063990.049040.053730.015870.030030.00619325.3817.33184.620190.16220.66560.71190.26540.46010.1189
842517M20.5717.77132.913260.084740.078640.08690.070170.18120.056670.54350.73393.39874.080.0052250.013080.01860.01340.013890.00353224.9923.41158.819560.12380.18660.24160.1860.2750.08902
84300903M19.6921.2513012030.10960.15990.19740.12790.20690.059990.74560.78694.58594.030.006150.040060.038320.020580.02250.00457123.5725.53152.517090.14440.42450.45040.2430.36130.08758
84348301M11.4220.3877.58386.10.14250.28390.24140.10520.25970.097440.49561.1563.44527.230.009110.074580.056610.018670.059630.00920814.9126.598.87567.70.20980.86630.68690.25750.66380.173
84358402M20.2914.34135.112970.10030.13280.1980.10430.18090.058830.75720.78135.43894.440.011490.024610.056880.018850.017560.00511522.5416.67152.215750.13740.2050.40.16250.23640.07678
843786M12.4515.782.57477.10.12780.170.15780.080890.20870.076130.33450.89022.21727.190.007510.033450.036720.011370.021650.00508215.4723.75103.4741.60.17910.52490.53550.17410.39850.1244
844359M18.2519.98119.610400.094630.1090.11270.0740.17940.057420.44670.77323.1853.910.0043140.013820.022540.010390.013690.00217922.8827.66153.216060.14420.25760.37840.19320.30630.08368
84458202M13.7120.8390.2577.90.11890.16450.093660.059850.21960.074510.58351.3773.85650.960.0088050.030290.024880.014480.014860.00541217.0628.14110.68970.16540.36820.26780.15560.31960.1151
844981M1321.8287.5519.80.12730.19320.18590.093530.2350.073890.30631.0022.40624.320.0057310.035020.035530.012260.021430.00374915.4930.73106.2739.30.17030.54010.5390.2060.43780.1072
84501001M12.4624.0483.97475.90.11860.23960.22730.085430.2030.082430.29761.5992.03923.940.0071490.072170.077430.014320.017890.0100815.0940.6897.65711.40.18531.0581.1050.2210.43660.2075
845636M16.0223.24102.7797.80.082060.066690.032990.033230.15280.056970.37951.1872.46640.510.0040290.0092690.011010.0075910.01460.00304219.1933.88123.811500.11810.15510.14590.099750.29480.08452
84610002M15.7817.89103.67810.09710.12920.099540.066060.18420.060820.50580.98493.56454.160.0057710.040610.027910.012820.020080.00414420.4227.28136.512990.13960.56090.39650.1810.37920.1048
846226M19.1724.8132.411230.09740.24580.20650.11180.23970.0780.95553.56811.07116.20.0031390.082970.08890.04090.044840.0128420.9629.94151.713320.10370.39030.36390.17670.31760.1023
846381M15.8523.95103.7782.70.084010.10020.099380.053640.18470.053380.40331.0782.90336.580.0097690.031260.050510.019920.029810.00300216.8427.66112876.50.11310.19240.23220.11190.28090.06287
84667401M13.7322.6193.6578.30.11310.22930.21280.080250.20690.076820.21211.1692.06119.210.0064290.059360.055010.016280.019610.00809315.0332.01108.8697.70.16510.77250.69430.22080.35960.1431
84799002M14.5427.5496.73658.80.11390.15950.16390.073640.23030.070770.371.0332.87932.550.0056070.04240.047410.01090.018570.00546617.4637.13124.1943.20.16780.65770.70260.17120.42180.1341
848406M14.6820.1394.74684.50.098670.0720.073950.052590.15860.059220.47271.243.19545.40.0057180.011620.019980.011090.01410.00208519.0730.88123.411380.14640.18710.29140.16090.30290.08216
84862001M16.1320.68108.1798.80.1170.20220.17220.10280.21640.073560.56921.0733.85454.180.0070260.025010.031880.012970.016890.00414220.9631.48136.813150.17890.42330.47840.20730.37060.1142
849014M19.8122.1513012600.098310.10270.14790.094980.15820.053950.75821.0175.865112.40.0064940.018930.033910.015210.013560.00199727.3230.88186.823980.15120.3150.53720.23880.27680.07615
8510426B13.5414.3687.46566.30.097790.081290.066640.047810.18850.057660.26990.78862.05823.560.0084620.01460.023870.013150.01980.002315.1119.2699.7711.20.1440.17730.2390.12880.29770.07259
Source: https://github.com/stedy/Machine-Learning-with-R-datasets Last updated: 2026-04